Outsourcing for four years, abandoned

Let's talk about our situation first . Junior college students ,18 In, he entered a software company in Hunan through school recruitment , It's close 4 Year of CRUD, Early this year , I feel like I can't go on like this , Staying in a comfortable environment for a long time can make a person degenerate ！ And I have worked in an enterprise for four years CRUD, It's made me less enterprising , Talked about 2 My girlfriend, who has been living for more than 20 years, broke up with me because of my mentality and salary . therefore , I decided to change the status quo , Development can't defeat them , I run AI 了 . Now? AI Not only is it easy to work , And the salary is high .

At the beginning of preparation , I've been blinded , Although I have programming foundation , But I don't know where to start .

Can't , I found my brother in Tencent , As his little old watch , After he learned about me , Just throw me a net disk , Speaking of ：“ Go for it , Here's everything you need , Don't come to me , I think it's embarrassing ！”.

A machine learning book on the plate 、 Deep learning of practical experience . As a book AI Practical Bible , This book mainly teaches you how to make machine learning algorithm experience in practice ( Attached download address ).

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Catalog

Development set and test set

The development set and test set provide an environment that can quickly observe the effect of the algorithm , The function is to guide you to find the most important direction of building machine learning system .

Deviation and variance

In the interview of machine learning , Can you clarify the deviation variance , It is often used to examine the theoretical basis of the interviewer . Deviation variance seems very simple , But I really want to make it clear , But it is difficult . This article will help you explain the related problems of deviation and variance .

Human performance level

However , Many tasks for us humans , Can almost perfectly complete , Reaching the level of human performance is machine learning trying to imitate 、 Realized .

Optimize validation testing

Whether it's machine learning , Recommendation system , Image recognition or natural language processing , A certain amount of test data is needed to run the test . This article helps you understand what these projects generally test , What type of tests are to be carried out .

End to end learning

Assembly line

At present, most machine learning books on the market focus on model theory and proof derivation , There are few practices involving engineering products , However, at work , This is often the key and difficult point . This book is Ng Experience summary in machine learning engineering practice , A very practical and unique book , Short and tough, but full of dry goods , It is strongly recommended to teams and individuals engaged in the field of data .

Full version if required PDF Of , Click the business card below to get it for free .